Hi there, check out some works I have done in my spare time

A comprehensive system that combines web crawling, sentiment analysis, and deep learning to predict short-term stock price movements. The system integrates news sentiment with technical indicators …

Monte Carlo simulation model for risk assessment and portfolio optimization

In-depth exploration of the mathematical and statistical principles behind the shrinkage method. Using Lasso and Stepwise feature selection to select and classify an artificially expanded variable …

This project serves as a 5-year DCF model to evaluate companies' target prices, using Selenium to fetch stock information mainly from Yahoo Finance & Stock Analysis. The information includes everyt…

This study is a collaborative research project with the Top Volleyball League, aiming to develop a topic model for analyzing comments on TVL’s YouTube live broadcasts.

This project focuses on classifying wines based on their type (red or white) and quality using machine learning techniques. The data used in this project is sourced from the UC Irvine Machine Learn…

Using both Regression and Classification to make a good prediction to an extreme imbalance dataset. Improve the R square from 0.01 to 0.73 for Regression and the Accuracy of Classification can up t…

Utilize and explore the mathematical foundation of Generative and Discriminative algorithms to build a Natural Language sentiment classifier with Twitter samples dataset.